log using "C:\Users\User\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Implementation Delay Project (Paper #2)\JPART Conditional Acceptance\Empirics\Output\Implementation Delay.ANCILLARY STATS.04-22-2025.smcl", replace 


*** RETRIEVE MANUSCRIPT MODELS DATABASE [as of 04-18-2025] ***

use "C:\Users\User\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Implementation Delay Project (Paper #2)\JPART Conditional Acceptance\Empirics\Data\Implementation Delay.MANUSCRIPT DATABASE.04-18-2025.dta", replace



* [MANUSCRIPT P.2] "The statistical evidence indicates that IT modernization reforms unconditionally deliver substantial general performance benefits by increasing rate of timely disbursement of initial claimant unemployment program payments by an average of 5.26% (representing  0.3467 of the interquartile range difference in this dependent variable [15.17%]), while reducing exceedingly tardy disbursements by an average of 2.90% (representing 0.4596 of the interquartile range difference in this dependent variable [6.31%]), thus constituting a net performance swing of 8.16% − representing 0.7598 of the average interquartile range difference for this pair of dependent variables [10.74]. 

reg delay_14days  itmod_monthcount i.agencyhead_gov0 if itmod_adopt_state==1


* IQR Difference (75th pctile – 25th pctile)

* 0.3467 of the interquartile range difference in Timely Payment Rate
sum delay_14days if e(sample), detail
di (r(p75)-r(p25))
di 0.0526/(r(p75)-r(p25))

sum delay_29plusdays if e(sample), detail
di (r(p75)-r(p25))
di 0.0290/(r(p75)-r(p25))

gen swing = delay_14days + delay_29plusdays
sum swing if e(sample), detail
di (0.0526 + 0.0290)/0.1074

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log close